REPOGEO REPORT · LITE
SkyWorkAIGC/SkyPaint-AI-Diffusion
Default branch main · commit a1fafc71 · scanned 5/30/2026, 1:52:59 AM
GitHub: 647 stars · 37 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface SkyWorkAIGC/SkyPaint-AI-Diffusion, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition README opening to highlight SkyPaint as a multilingual AI image generator
Why:
CURRENT# SkyPaint-Chinese-EN-v-1.0 #### English Document #### Hugging Face 模型主页:链接 #### SkyPaint是由奇点智源开发的中英双语文本生成图像的项目,目前还在持续更新优化中。
COPY-PASTE FIX# SkyPaint: Multilingual AI Image Generator for Modern Art Styles SkyPaint is an optimized, multilingual AI image generator based on Stable Diffusion, capable of producing high-quality images in modern art styles from both Chinese and English text prompts. Developed by Singularity AI, this project is continuously being updated and optimized.
- mediumtopics#2Add application-focused topics to improve category matching
Why:
CURRENTai-painting, aigc, artificial-intelligence, bert, clip, cv, dalle2, diffusion, dreambooth, generative-art, latent-diffusion, machine-learning, midjourney, openai, pytorch, stable-diffusion, text-to-image, text2image
COPY-PASTE FIXai-painting, aigc, artificial-intelligence, bert, clip, cv, dalle2, diffusion, dreambooth, generative-art, latent-diffusion, machine-learning, midjourney, openai, pytorch, stable-diffusion, text-to-image, text2image, ai-image-generator, multilingual-text-to-image, chinese-text-to-image, modern-art-ai
- lowreadme#3Add a "Why SkyPaint?" section to explicitly state core differentiators
Why:
COPY-PASTE FIX## Why SkyPaint? SkyPaint stands out as an AI image generator specifically optimized for both Chinese and English text inputs, leveraging a uniquely trained CLIP model (SkyCLIP) for superior multilingual understanding. Unlike generic Stable Diffusion models, SkyPaint is fine-tuned to consistently generate high-quality images in diverse modern art styles, making it ideal for creators seeking culturally relevant and aesthetically refined AI-generated art.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Midjourney · recommended 2×
- Stable Diffusion · recommended 2×
- DALL-E 3 · recommended 2×
- Leonardo.Ai · recommended 2×
- Automatic1111 web UI · recommended 1×
- CATEGORY QUERYWhat AI tool generates high-quality images from both Chinese and English text descriptions?you: not recommendedAI recommended (in order):
- Midjourney
- Stable Diffusion
- Automatic1111 web UI
- ComfyUI
- DALL-E 3
- ChatGPT Plus
- Microsoft Copilot Pro
- Leonardo.Ai
- Fooocus
- Ideogram
AI recommended 10 alternatives but never named SkyWorkAIGC/SkyPaint-AI-Diffusion. This is the gap to close.
Show full AI answer
- CATEGORY QUERYSeeking an optimized AI image generator for modern art styles with multilingual text input.you: not recommendedAI recommended (in order):
- Midjourney
- Stable Diffusion
- DALL-E 3
- Leonardo.Ai
- Adobe Firefly
AI recommended 5 alternatives but never named SkyWorkAIGC/SkyPaint-AI-Diffusion. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of SkyWorkAIGC/SkyPaint-AI-Diffusion?passAI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts SkyWorkAIGC/SkyPaint-AI-Diffusion in production, what risks or prerequisites should they evaluate first?passAI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo SkyWorkAIGC/SkyPaint-AI-Diffusion solve, and who is the primary audience?passAI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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SkyWorkAIGC/SkyPaint-AI-Diffusion — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite